{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# isoP2P0 Finite Elements for Stokes Equations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This example is to show the convergence of isoP2-P0 finite elements for the Stokes equation on the unit square:\n",
    "\n",
    "$$- \\Delta u + {\\rm grad}\\, p  = f \\quad {\\rm div}\\, u    = 0  \\quad  \\text{ in } \\quad \\Omega,$$\n",
    "\n",
    "with the pure Dirichlet boundary condition. The solver is based on a DGS type smoother. \n",
    "\n",
    "**References**:\n",
    "- [Finite Element Methods For Stokes Equations](http://www.math.uci.edu/~chenlong/226/FEMStokes.pdf)\n",
    "- [Project: Finite Element Methods for Stokes Equations](../project/projectFEM.html)\n",
    "\n",
    "**Subroutines**:\n",
    "\n",
    "    - StokesisoP2P0\n",
    "    - squareStokes\n",
    "    - femStokes\n",
    "    - Stokesfemrate\n",
    "    \n",
    "The method is implemented in `StokesisoP2P0` subroutine and can be tested in `squareStokes`. Together with other elements (P2P0, P2P1, isoP2P0, isoP2P1, P1bP1), `femStokes` provides a concise interface to solve Stokes equation. The isoP2-P0 element is tested in `Stokesfemrate`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## isoP2-P0 element\n",
    "\n",
    "The velocity is P1 Lagrange element but on a uniform refined mesh and the pressure is P0 piecewise constant element. Therefore this element is very easy to implement."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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qG2VReZNjnEHEeI1GY+x0KITotnv7mwcZrwfT9Q8Gl6dDIUQQBK7rViqV7JcEJIJqG5WFlTeT/rKA1hgQMYbjOFOOHg8Ho2671z8YZLkkTDEcjHbebU/5giAIeN8QmnIch3dTVLa2tep5XhAEsheChDEg4iLf969sQB0ORvubh9msB1cau3d4Ae8bQkeO41SbZcsuyF4IJrLswt37i2wi5g8DIi6K2Y/fPxwMB6O0F4M4+odX7+YGQcCACL2EH1bZPlRftXnvxfERCZMzDIi4KP6TguHgZaorQRzxn/UT39CL67pMh1qw7MLd+3fYRMwZam5wUfwBcfq5N6iGQ0LQSPhuyn9oNmUvBLFQeZM/DIi4qFgsxpwk1p82ebVQuv7BIOakTiEiNOK67tuPl2WvAnFZdqHeWnYch8qb3OARMy6K//nPsm+nuhLEEf9PgQERunBdl2uXtVOq2QtLt3jQnBsMiLjowYMHcb6MVwsVYdmF0nKsv0dj/skC0rmuSxu/juqtGpU3ucGAiIvCuzeu/DLiWx1xDvI/ePCAs0HQguM49dYynz91ROVNnjAgYoxHjx5NHybWnzaJb3VYdmH6jFgsFre3tzNbDzAz3/efPe/w+VNf1ea9Z887dCbkAHcxY7wgCBqNxtgnBWtbq9VmOfslYbrwCsSx5ZR8m0MXXLucA91275PHn/K2iu54ixnj+b5/Y/HVxl8+7B8O+geDcL8wPOu2+/4eA6KCuk96a99fFUIMT0Znf2T1Vm3nnbbneRxAhPo+q7apvSV7IZhLtVnuPukRO7pjBxHjVSqVtx8vjf0cv/NOu1S7wzMgpXTbve6T3voPx5TGDQejH93/MZ/mob4psQO9EDs5wBlEjDG9Y2Jta7Xb7nHPnlJ2N/YmHUO07MLC0i3HcTJeEnAtVNvkCbGTAwyIuCgIgukdE5ZdqDbL+5sHWa4KU+xu7E1vHaq3ar7v0z0BZV0ZO9AOsaM7BkRcFKdjotq8NxyM4t8CjPT0Dwbddm/6W8yWXfjmB2/yaR7Kotomf4gd3TEgIsL3/RfHR1d+jrfsQvW98v7mYTarwhT7m4dxehBLy/bJ6THdE1BQzNiBdogdrTEgIsJ13fBN2CuFbzSziShXt90TQsR5qfzsptT0FwVcT/zYgV6IHa0xIOILYcdEzEPi4Xf+7vt7aa8KU+xvHtRbyzG/uFSzbyy+8jwv1SUB13Kt2IF2iB19UXODL1iWtf60ea2k3t3Ys+wCz4akCGux4zxfPkP3BFQzQ+xAL8SOpthBxGccx6k2y9eN6XqrRuWNLPubh9cdzemegFJmix3ohdjRFAMihBAiCALP8661FxWi8kaWnXfas731GXZPcGwc0s0cO9AOsaMjBkQIIYTjODPHdLV5L7yOL9klYYr+wWB48nK2J/th94TruomvCriWeWIHeiF2dMSAiM86Jma+Xjk8g8jbKlna3zyc561Puicg3ZyxA+0QO9phQIRwHGfOjolqs2zduR1WriBt4e/zPMe26J6AdPPHDvRC7GiHAdF0nufdWHw1/yHxta1VTiJm41rVNpOE3RM88YEUScUO9ELs6IWaG9NZlrXx0cNEbrja3dgTQnCoKFUzVNtMEnZPdDqdYrE4/88GxJdg7EAvxI5G2EE0WrL3n9ZbNd5WSdVwMJqh2mYSyy7cvb/Ip3lkjGuXTUbsaIQB0Vy+73uel2DHdfi2Chc0p2d3Yy/Zv1mrzXsvjo84No7MJB470A6xowsGRHO5rpv442AuaE7PPNU2k1h24e79O3yaR2bSiB3ohdjRBQOiocL7TxPvmOCC5vTMWW0zSdg9wU2pyEBKsQPtEDtaYEA0lOu6878JO1apZlN5k7j5q20mCWd6Ps0jA+nFDvRC7GiBAdFErusuLN1Kr2OCypvEhacPU/rJSzV7YekWYY1UpR070Auxoz5qbowTBEGlUkm7Y4LKmwRl8JtJ9wRSlU3sqK9/MOgfDoQQw8Go2iwbPi4TO4pjQDROo9G4+dZp2m8RDgejnXefrH1/1fAEnN9wMNp668+++4tW2r9Qt917/eOF7e3ttH8hGCib2FHTcDDqtl/0D07C0fA8yy5Yd26XandKy7aZUUnsqOzLjx49kr0GZMf3/f/2P7b/8w/W0v6FXrv9ldduv/Y3f/ZJ9T0OpM/lL37vr+p/WPvX5V9P+xd6rfDaX/6X//lvK/+OT/NIVmaxo6Buu7f7/t7P9v7v8GQkhCiVxMaGqNdFqSQsS/zs6FfDk1H/8GQ4GIkviQy+zVVD7KiMHUSzNBqNr2+8kc1H1eFgFJ6cM/OTcSL6B4P9zcP1Hzaz+eW67d4njz89OjrK5peDIbKMHaV0273djb1S6bOJ8I//+OIX9Ptif1/85CdiZ0cIIeqtZQM3WYkdZfGSikHCjonMYprKm/ntvp/iuymXVZvlG4uv6J5AgjKOHXWcTYcffig+/HDMdCiEKJXE+rr48EPx85+LUknsbx4a+HofsaMsdhANUqlU3n68lHFS77zTLtXuGPixeH7ddq/7pJfZ9mEoPDbOp3kkRUrsSHd+OqzXp33lv/yLePVKCCF+8Qvx7W+Lft/EfURiR03sIJpCVsfE2tZqt90bDkYZ/7o5sLuxl/1r4JZdWFi65ThOxr8ucsnMapv40+E//IO4dUt85Svi135NlErir//6s31E03pkiR01MSAaIQgC13WlfCq17EK1WTbwucmcEr92Ob56q+b7PjelYk4SY0ei/sEgjLsrp0MhxNaW+NWvvviP4YwohOg+6Zl2YSmxoyAGRCM4jiNr2hBCVJv3hoORaXk3j/7BoNvuyfqb1bIL3/zgTQpsMSe5sSPL8GQ0HIzW16+YDv/u78Qf/IH4kz+5+OPhGy39w8HlTpx8I3YUxICYf77vvzg+kvg53rIL1ffK+5uHshagnf3NQ7kd4+FNqXyax8ykx44s3Sc9IcS3vjXxC37wA/H66+Ib3xB/+qfjv+B3fkcIIfoHJ2ksT2XEjmoYEPPPdd2170u+0aTaLIvPLxTGdOHvUvg7Jkv4BjpHgjAzFWJHinDnb8r24S9/Kf7pn6b9DOH/dnjyMsll6YDYUQ0DYs6p0zFRby1zEjGO/c2DLKttJinVbLonMBt1YidjZ5+BS6WJX/PGG2J5+bN/3bkz5gvCp8xmHsshdpTCgJhz4TEg2asQQohSzS4t2+G1wphkf/NAnUu31rZWORKEGagTOxkLR7r19Wlf89u/LQ4OPvvX7//++K8JNxFNO4YYInbUwYCYZ47jKHUffL1V6x8OqLyZZDgY7W8eqnNsi+4JzEC12MlS+EbOlAOIMf3GbySwGE0RO+pgQMytIAg8z5P7rsMFll2ot2o8aJ5EYrXNJHRP4FoUjJ3s/eQnyfwMxn6WJnYUwYCYW47jKBjTpWW7fzgw8GzNlfoHg+HJS3W2D0N0T+Ba1IydzJSWbSHE/v68P0/4M5i5CyuIHWUwIOaT7/snp8dy34QdK9xE5ILmy/Y3D9V865PuCcSkbOxkxrJvCyH6/XlnxH5fCNlVBnIROypgQMwnlQ+JV5tl685tKm/OC3831NwwoHsCMakcO9mw7EK4iRhOeLPZ2RHC7OlQEDtqYEDMIdd1byy+UnPaCK1trXIS8TxFqm0mCbsneOKDKdSPnWyUaneEEH/+57P/DOEBRH4niR3pGBBzyHVdxY8BhZ+zqbwJKVVtM8na1qrneUEQyF4IFKV+7GTjbAdxtk3Efl/s7HyxE2k4YkcuBsS80eX+07DyhrdVVKu2mcSyC3fvL/JpHmPpEjsZKNXsta3Vfl98+9vXnhH7ffGbvymEEPVWjd9MQezIxoCYK77ve56n/rQhvqi8Mf2CZgWrbSapNu+9OD7i2Dgu0Ch2slFtluut5Tgz4pe//MW/P5sO17ZWDT+AeB6xIxEDYq7o9ZTns2cxBm8iqlltM4llF+7ev8OneVygV+xko96qxZkR/+iPxKtX4tUr0esxHY5H7EjEgJgf4f2nGoVL+J6ayZU3ylbbTFJtlk9Oj7kpFWe0i53MnJ8Rf/d3xc7OmO6bfl9873vie99jOpyG2JHlS8PhUPYakIxKpfL24yXF33W4bOeddvW9soGx2G33uk966z9syl7I9QwHox/d//HR0ZHshUAJmsZOZvY3D/oHJ2e3KpdKol4X3/qWOD4WOztfbC6GR24MjMGYiB0pGBBzwnXdvf/3v3R80DMcjHbefbLx0UPZC8nad9/YXH/a1PFv1t2NvTdv/pvt7W3ZC4Fk+sZOloaDUf9w0H3SOxsTz7PsQrVZrjbvaXEQWSJiJ3sMiHkQBEGlUtn46KGmERP23Rj114zW/5fDT/OdTqdYLMpeC6TRPXayNxyMhoOXX+wmKl9upRRiJ3sMiHnQaDRuvnWqy7sOlw0Ho/BlXkPisn8w2Hm3/d1ftGQvZHbddu/1jxf4NG8y3WMH2iF2MsZLKtrzff/F8ZHWMW3Zhep7ZXMqb/Y3DzXdOzxTWrafPe/QPWGsHMQOtEPsZIwBUXuu6+r1JuxY5lTehP8fdT+NHp6p56ZUY+UjdqAXYidjDIh6CzsmcvBk1pzKm93391S+djm+arN8Y/EV3RMGyk3sQDvETpY4g6i3nHVM7LzTLtXu5Pi51f7mwXAw0v358hm6J8yUs9iBXoidzLCDqDHXdReWbuUppte2Vrvt3nAwkr2QtGhx7XJ8ll1YWLrFEx+j5C92oBdiJzMMiLoKgsB13TxNG+LzSrD9zQPZC0mFRtcux1dv1Xzf59i4IXIZO9AOsZMNBkRdOY6ztrWas2lDCFFt3usfDvL3tkr/YNBt9/L3N6tlF775wZvclGqIvMYO9ELsZIMBUUthx4Tub8KOFb6nlr/KmxxU20xSWrZPTo/5NJ97OY4daIfYyQADopby3TER/g3UbfdkLyQx4f+XvP7NGr6BzpGg3Mt37EAvxE4GGBD1Y0LHxNrWap5OIu5vHuSj2maSUs2meyLfTIgd6IXYSRs1N/qxLGv9aTP3Sa31bcXn5azaZhK6J/LNkNiBXoidVLGDqBnHcarNsgkxXW/V+ocD3StvhoNRzqptJrHswt37izzxySVzYgd6IXZSxYCoE9/3Pc/L/V5U6PO3VfR+0JzLaptJqs17L46PODaeM0bFDrRD7KSHAVEnrusaFdOlZVvrypv+wWB48tKE7cOQZRfu3r9D90TOmBY70Auxkx4GRG34vn9yepzXN2HHCjcR9b2geX/z0LS3PumeyBkDYwfaIXZSwoCoDcdx8v0m7FjVZtm6c1vHyptwzaYd26J7ImfMjB3ohdhJCQOiHky+/1TTypvcV9tMEnZP8MQnB0yOHeiF2EkDNTd6sCxr46OHhrzrcJl2lTfaLThZYfdEp9MpFouy14LZGR470Auxkzh2EDUQPuUxOabDyhtd3lYZDkbdds/Y6VB83j3Bp3mtETvQC7GTOAZE1YUdE+a8CTuWXhc0727smTwdhqrNe8+edzg2riliBzoidpLFgKg613XXnzZlr0K+0rIthFB/EzGstuGtz3Cm59i4pogd6IjYSRYDotK4//RM+J6a+pU3BlbbTFJtlrkpVUfEDvRF7CSIAVFpruua+SbsWKWarXjljZnVNlOsba1yJEg7xA60RuwkhQFRXXRMXBZW3ih7QXN4sZ7sVSjEsgsLS7d44qMRYge6I3aSwoCoqCAIXNflkPgFll2oNstq1iLubuxVm2X+Zr2g3qr5vh8EgeyF4GrEDvKB2EkEA6Ki6JiYpNq8NxyMVHtbpX8wMLzaZhLLLnzzgzd54qMFYgf5QOwkggFRRb7vvzg+4nP8WJZdqL5XVq3yZn/zkOlwktKyTfeE+ogd5AmxMz8GRBW5rsubsFOoVnkTvptCtc0kll1Y+/4qR4IUR+wgT4id+TEgKoeOiSupVnlj7LXL8YU3pdI9oSxiB/lD7MyJu5iVY1nW+tMmSX2l3Y29sBZV7jLCt6p5vnyl8KbUo6Mj2QvBGMQOconYmQc7iGpxHIc3YWOqt2rddk965c3+5qH0IVULdE8oi9hBXhE782BAVEgQBJ7nsRcVkwqVN2HxIW99xhR2T3BsXCnEDvKN2JkZA6JCHMchpq+l2rzXPxzIelulfzDoHw7YPoyP7gkFETvIN2JnZgyIqgg7JngT9lrCtqFIhwAACCxJREFUM4iy3lbh2uUZlJbtk9NjPs0rgtiBCYid2TAgqoKOidlUm2UpFzRz7fJswjfQORKkCGIHJiB2ZsOAqAQ6JuYRXtCc8S9Ktc3Mwu4JnvhIR+zAHMTODKi5UYJlWRsfPeRdh5ntbuwJITI7SkW1zZzC7olOp1MsFmWvxVzEDoxC7FwXO4jyhR0TxPQ86q1a/3CQTeXNcDCi2mZOll24e3+RT/MSETswDbFzXQyIkvm+T8fE/MK3VbJ50Ey1TSKqzXsvjo84Ni4FsQMzETvXwoAomeu6xHQiSsv2cDBKu/KmfzAYnrxk+3B+ll24e/8On+alIHZgJmLnWhgQZQoPidMxkYhsLmim2iZBdE9IQezAZMROfAyIMrmuy5uwCSrV7FQrb6i2SRbdE1IQOzAZsRMfA6I0rusuLN1i2khWqpU34enDlH5yM5Vq9sLSLZ74ZIbYAYidmKi5kYaOiZSkVHmTcZOOOeieyBKxAwhiJx52EOVoNBq8CZuSsPIm2bdVhoNRt91jOkwD3ROZIXaAELETBwOiBOH9p7wJm5LPK28OE/w5dzf2mA7TU23ee/a8w7HxVBE7wHnEzpUYECXg/tO0lZZtIURSm4hhtQ1vfaYnnOk5Np4qYgc4j9i5EgNi1rj/NAPJVt5QbZOBarN8Y/GV53myF5JPxA5wGbEzHS+pZK1Sqbz9eImkzsDOO+1S7c6cz9S67V73SW/9h82kVoVJwmPjR0dHsheSQ8QOMBaxMwU7iJmiYyJLa1ur3XZvzguaOX2YGcsuLCzd4olP4ogdYBJiZwoGxOwEQeC6LofEM2PZhWqzPE8tItcuZ6zeqvm+z7HxBBE7wHTEziQMiNlxHIdpI2PV5r2ZL2juHwy67R5/s2bJsgvf/OBNuicSROwA0xE7kzAgZoSOCSksu1B9rzxb5c3+5iEPl7PHTakJInaAOIidsRgQM0LHhCxh5c11L2gOv55qm+xxU2qCiB0gDmJnLAbELNAxIVH4nX/dk4j7mwdcuyxLqWbTPTE/YgeIj9i5jJqbLFiWtf60SVJLtLuxF9aixvni/c2D4WDE82WJ6J6YH7EDXAuxcwE7iKlzHKfaLBPTctVbtZiVN8PBaH/zkGNbctE9MSdiB7guYucCBsR0BUHgeR57UdJ9fkHz1Q+aqbZRBN0TMyN2gNkQO+cxIKbLcRxiWhGlZbt/OJheeRNeu8z2oQronpgZsQPMhtg5jwExRWHHBG/CKiLcRJx+QTPXLiuF7okZEDvAPIidMwyIKXIch2lDKdVm2bpze1LlTfjjHNtSB90TMyB2gHkQO2e+/OjRI9lryIMgCH760596nhcEwcuXL4vFoud5Bz9/Xv9DHlaqpVSzd9/fW3r4W8PB6Gc//vuf7f398GT0zy9/Zdm3/+L3/mr1e9+27Nuy14gvWPbtv/3fveHJqFgsXvgWk700FRE7wPzOYmdlZUX2WmSi5iYBruteOLJQLBaDINj46CHvOihod2Nv7CZiadle/2Ez+/VgurB7IgiC8z9YLBYfPHjA59sLLMsidoD5hbHT6XRM/izKI+a5BEHQaDQuH2gN/zLbefdJnF4VZKnb7k16xDw8eXndPm2kbTgY7W7sXZgOhRBBELiuW6lULv9XxuLaZSApll24e3/R8LdVGBDn4jjOlKOsw8Fo590nWa4H0/UPBrsbE19SCRsQp7/mjIztbuz1Dyf+iYSf0LJcj7J83/c8jxfwgaRUm/deHB+Z/LYKA+LsPM+78h+d4WB03VuAkZ79zcMrv2b6a87IUrfdmzIdhsLOv2zWozLXdam2ARJk2YW79++YvInIgDi7mP/c8NRSEXGmDSHEcDBiE1ERMb93TE7wUHjtMtU2QLKqzfLJ6bGxH0EZEGfH4Se9DAcvY35lnDkSGeAIb0yu69Zby7JXAeRQvbVs7EdQ3mKenWVZcb+SY+MKiD9t8OeliPh/ZEdHR8a+bBgEwb//jtFlHECqhoORmQnDgDijIAgqlUrMLz46Okp1MYjD87yYHwTpT1FE/G8xw3OMpxlAqgycDoUQN2UvQFfFYnFlZSXm+01m/rOlmviVpysrK/yRqSD+t5jh+McVQOI4gzi7mAMHe1GKiP+X6IMHD1JdCWLiWwwAZOER8+zCDrYrH+7wO6wOz/OuvGFze3ubAVERfIsBgCzsIM6uWCxub29P/5pOp5PNYhDHysrK9OHvyi9AlvgWAwBZGBDnsrKycnR0NPZBWLFY7HQ6hl/1rZpisfjo0aNJTyQfPXrEtKEavsUAQAoeMScjvFUlfBYW/o3FuSiVBUHg+374R1YsFsPBUfaiMA3fYgCQJQZEAAAARPCIGQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQwYAIAACACAZEAAAARDAgAgAAIIIBEQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQwYAIAACACAZEAAAARDAgAgAAIIIBEQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQwYAIAACACAZEAAAARDAgAgAAIIIBEQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQwYAIAACACAZEAAAARDAgAgAAIIIBEQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQwYAIAACACAZEAAAARDAgAgAAIIIBEQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQwYAIAACACAZEAAAARDAgAgAAIIIBEQAAABEMiAAAAIhgQAQAAEAEAyIAAAAiGBABAAAQ8f8B5c/wGVf8mDgAAAAASUVORK5CYII="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "imatlab_export_fig('print-png')  % Static png figures.\n",
    "node = [0,0; 1,0; 0.5, sqrt(3)/2];\n",
    "elem = [1, 2, 3];\n",
    "set(gcf,'Units','normal'); \n",
    "set(gcf,'Position',[0,0,0.3,0.2]);\n",
    "subplot(1,2,2); showmesh(node,elem); findelem(node,elem);\n",
    "[node,elem] = uniformrefine(node,elem);\n",
    "subplot(1,2,1); showmesh(node,elem); findnode(node,'all','noindex');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dirichlet boundary condition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "%% Setting\n",
    "% mesh\n",
    "[node,elem] = squaremesh([0,1,0,1],0.25);\n",
    "[node,elem] = uniformrefine(node,elem);\n",
    "bdFlag = setboundary(node,elem,'Dirichlet');\n",
    "mesh = struct('node',node,'elem',elem,'bdFlag',bdFlag);\n",
    "% pde\n",
    "pde = Stokesdata1; \n",
    "% options\n",
    "option.L0 = 0;\n",
    "option.maxIt = 4;\n",
    "option.printlevel = 1;\n",
    "option.solver = 'mg';"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "#dof:   2434,  #nnz:  16930, level:  3  MG WCYCLE iter: 13,  err = 4.5294e-09,  time = 0.13 s\n",
      "#dof:   9986,  #nnz:  70690, level:  4  MG WCYCLE iter: 13,  err = 8.1896e-09,  time = 0.22 s\n",
      "#dof:  40450,  #nnz: 288802, level:  5  MG WCYCLE iter: 14,  err = 3.0308e-09,  time =  1.1 s\n",
      "#dof: 162818,  #nnz: 1167394, level:  6  MG WCYCLE iter: 14,  err = 3.4657e-09,  time =  4.9 s\n",
      "Table: Error\n",
      " #Dof        h      |u_I-u_h|_1    ||u-u_h||   ||u_I-u_h||_{max}\n",
      "\n",
      "  2690   6.25e-02   6.25359e-01   1.17716e-02   3.30491e-02\n",
      " 10498   3.12e-02   3.19111e-01   3.05876e-03   8.93540e-03\n",
      " 41474   1.56e-02   1.61122e-01   7.78951e-04   2.34901e-03\n",
      "164866   7.81e-03   8.09430e-02   1.96476e-04   6.08646e-04\n",
      "\n",
      " #Dof        h      ||p_I-p_h||    ||p-p_h||   \n",
      "\n",
      "  2690   6.25e-02   2.95825e-01   7.56862e-01\n",
      " 10498   3.12e-02   1.43194e-01   3.76809e-01\n",
      " 41474   1.56e-02   7.05586e-02   1.88036e-01\n",
      "164866   7.81e-03   3.50719e-02   9.39433e-02\n",
      "\n",
      "Table: CPU time\n",
      " #Dof    Assemble     Solve      Error      Mesh    \n",
      "\n",
      "  2690   7.00e-02   1.30e-01   4.00e-02   1.00e-02\n",
      " 10498   3.00e-02   2.20e-01   3.00e-02   0.00e+00\n",
      " 41474   9.00e-02   1.08e+00   1.00e-01   0.00e+00\n",
      "164866   3.50e-01   4.87e+00   1.70e-01   2.00e-02\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "option.elemType = 'isoP2P0';\n",
    "femStokes(mesh,pde,option);"
   ]
  },
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   "source": [
    "## Conclusion\n",
    "\n",
    "Optimal order convergence of velocity and pressure is observed. First order for velocity in H1 norm and for pressure in L2 norm. Second order for velocity in L2 and maximum norm.\n",
    "\n",
    "Multigrid solver based on DGS smoother converges uniformly. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To-Do: test other boundary conditions."
   ]
  }
 ],
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